Melanie Munch

According to our database, Melanie Munch authored at least 7 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Formalising contextual expert knowledge for causal discovery in linked knowledge graphs about transformation processes: application to processing of bio-composites for food packaging.

Melanie Munch, Patrice Buche, Hélène Angellier-Coussy, Cristina E. Manfredotti, Pierre-Henri Wuillemin

Int. J. Metadata Semant. Ontologies, 2022

Combining ontology and probabilistic models for the design of bio-based product transformation processes.

Mélanie Münch, Patrice Buche, Stéphane Dervaux, Juliette Dibie, Liliana Ibanescu, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy

Expert Syst. Appl., 2022

2021

A Process Reverse Engineering Approach Using Process and Observation Ontology and Probabilistic Relational Models: Application to Processing of Bio-composites for Food Packaging.

Mélanie Münch, Patrice Buche, Cristina E. Manfredotti, Pierre-Henri Wuillemin, Hélène Angellier-Coussy

Proceedings of the Metadata and Semantic Research - 15th International Conference, 2021

2019

Interactive Causal Discovery in Knowledge Graphs.

Melanie Munch, Juliette Dibie-Barthélemy, Pierre-Henri Wuillemin, Cristina E. Manfredotti

Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Towards Interactive Causal Relation Discovery Driven by an Ontology.

Melanie Munch, Juliette Dibie, Pierre-Henri Wuillemin, Cristina E. Manfredotti

Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018

Identifying Control Parameters in Cheese Fabrication Process Using Precedence Constraints.

Melanie Munch, Pierre-Henri Wuillemin, Juliette Dibie, Cristina E. Manfredotti, Thomas Allard, Solange Buchin, Elisabeth Guichard

Proceedings of the Discovery Science - 21st International Conference, 2018

2017

Learning Probabilistic Relational Models Using an Ontology of Transformation Processes.

Melanie Munch, Pierre-Henri Wuillemin, Cristina E. Manfredotti, Juliette Dibie, Stéphane Dervaux

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017